BenchmarkResult: BenchmarkResult object.
Description
Result of a benchmark experiment conducted by benchmark
with the following members:
- results [list of
ResampleResult]: -
A nested
list of resample results,
first ordered by task id, then by learner id.
- measures [list of
Measure]: -
The performance measures used in the benchmark experiment.
- learners [list of
Learner]: -
The learning algorithms compared in the benchmark experiment.
The print method of this object shows aggregated performance values
for all tasks and learners. It is recommended to
retrieve required information via the getBMR* getter functions.
You can also convert the object using as.data.frame.See Also
Other benchmark: benchmark,
convertBMRToRankMatrix,
friedmanPostHocTestBMR,
friedmanTestBMR,
generateCritDifferencesData,
getBMRAggrPerformances,
getBMRFeatSelResults,
getBMRFilteredFeatures,
getBMRLearnerIds,
getBMRLearnerShortNames,
getBMRLearners,
getBMRMeasureIds,
getBMRMeasures, getBMRModels,
getBMRPerformances,
getBMRPredictions,
getBMRTaskDescriptions,
getBMRTaskIds,
getBMRTuneResults,
plotBMRBoxplots,
plotBMRRanksAsBarChart,
plotBMRSummary,
plotCritDifferences